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Ultralytics YOLO26 / YOLOv11

Dominant real-time multi-task vision model family.

Computer VisionVision ModelComputerVisionModels

About

Dominant real-time multi-task vision model family. Ultralytics YOLO26 (released January 14, 2026) is the current state-of-the-art in the YOLO family — supporting all major computer vision tasks (detection, segmentation, pose estimation, classification, oriented bounding boxes) with end-to-end NMS-free design, MuSGD optimizer, and up to 43% faster CPU inference for edge deployment. YOLO26 builds on YOLOv8 and YOLO11 with broader hardware compatibility (DFL removal simplifies export).

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 1d ago

GitHub API2026-05-27

ultralytics

Open source product· 59.8k★· AGPL-3.0· active 2mo ago

Python · MATLAB · Swift · Jupyter Notebook

cooling · +1,294★ (+2.2%) 30d

PyPI registry

ultralytics

v8.4.56· AGPL-3.0· released 2mo ago

Status page

status page· via other

OSV vulnerability feed2026-07-20

1 known advisory

· 1 other· last update 26d ago

Pricing snapshot2026-05-27

public

Enterprise Use Cases

Integrations

How Ultralytics YOLO26 / YOLOv11 compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
Ultralytics YOLO26 / YOLOv11	12 · Emerging	Paid	Cloud, Self-Hosted	—	0
Optimizely AI	83 · Leader	Enterprise	Cloud, Hybrid, Self-Hosted	SOC 2, GDPR, ISO 27001	8
Stable Video Diffusion	83 · Leader	Enterprise	Cloud, On-Premise, Hybrid, Self-Hosted	SOC 2, GDPR, ISO 27001	8
Stability AI	82 · Leader	Enterprise	Cloud, On-Premise, Hybrid, Self-Hosted	GDPR, SOC 2, ISO 27001	8

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Ultralytics YOLO26 / YOLOv11 used for?

Ultralytics YOLO26 / YOLOv11 is dominant real-time multi-task vision model family.

Is Ultralytics YOLO26 / YOLOv11 free, and how is it priced?

Ultralytics YOLO26 / YOLOv11 is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can Ultralytics YOLO26 / YOLOv11 be deployed?

Ultralytics YOLO26 / YOLOv11 supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is Ultralytics YOLO26 / YOLOv11 enterprise-ready?

Based on cataloged data, Ultralytics YOLO26 / YOLOv11 has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

CategoryComputer Vision

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